Kristoffer Wickstrøm

,

Visual Intelligence

Associate Professor

,

UiT The Arctic University of Norway

UiT The Arctic University of Norway

Principal investigator of


Research field(s) of interest:

Publications

Publications from Visual Intelligence

Longitudinal Multi-View Modeling for Breast Cancer Risk Prediction

By authors:

Solveig Thrun, Zijun Sun, Suaiba A. Salahuddin, Kristoffer Wickstrøm, Elisabeth Wetzer, Stine Hansen, Robert Jenssen, Michael Kampffmeyer

Published in:

MICCAI 2026

on

June 13, 2026

Explaining Latent Representations of Neural Networks with Archetypal Analysis

By authors:

Anna Emilie Jennow Wedenborg, Kristoffer Wickstrøm, Lars Kai Hansen, Morten Mørup, Teresa Dorszewski

Published in:

Proceedings of the 7th Northern Lights Deep Learning Conference (NLDL), PMLR 307:448-468, 2026.

on

May 1, 2026

A robust and versatile deep learning model for prediction of the arterial input function in dynamic small animal [18F] FDG PET imaging

By authors:

Christian Salomonsen, Luigi T. Luppino, Fredrik Aspheim, Kristoffer Wickstrøm, Elisabeth Wetzer, Michael Kampffmeyer, Rodrigo Berzaghi, Rune Sundset, Robert Jenssen & Samuel Kuttner

Published in:

EJNMMI Res 16, 65 (2026)

on

March 9, 2026

Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting

By authors:

Lars Uebbing, Harald Lykke Joakimsen, Luigi Tommaso Luppino, Iver Martinsen, Andrew McDonald, Kristoffer Wickstrøm, Sebastien Francois Lefevre, Arnt Børre Salberg, Scott Hosking, Robert Jenssen

Published in:

Proceedings of the 6th Northern Lights Deep Learning Conference (NLDL), PMLR 265:245-254, 2025.

on

January 1, 2026

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

By authors:

Wickstrom, Kristoffer; Höhne, Marina; Hedström, Anna.

Published in:

Lecture Notes in Computer Science, vol 15643. Springer, 2025

on

December 5, 2025

In-hoc Concept Representations to Regularise Deep Learning in Medical Imaging

By authors:

Corbetta, Valentina,Dijkstra, Floris Six,Beets-Tan, Regina,Kervadec, Hoel,Kristoffer Wickstrøm,Silva, Wilson

Published in:

2025 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Honolulu, HI, USA, 2025, pp. 7371-7380

on

October 19, 2025

FLEXtime: Filterbank Learning to Explain Time Series

By authors:

Thea Brüsch, Kristoffer Wickstrøm, Mikkel N. Schmidt, Robert Jenssen, Tommy Sonne Alstrøm

Published in:

Explainable Artificial Intelligence. xAI 2025. Communications in Computer and Information Science, vol 2579. Springer

on

October 14, 2025

From Colors to Classes: Emergence of Concepts in Vision Transformers

By authors:

Teresa Dorszewski, Lenka Tětková, Robert Jenssen, Lars Kai Hansen, Kristoffer Knutsen Wickstrøm

Published in:

Communications in Computer and Information Science, vol 2576. Springer 2025

on

October 12, 2025

WOODWORK: A deep-learning based framework for woodpecker damage detection in powerline inspection

By authors:

Duy Khoi Tran, Van Nhan Nguyen, Kristoffer Wickstrøm, Michael Kampffmeyer

Published in:

International Journal of Electrical Power & Energy Systems, Volume 171, 2025, 110900, ISSN 0142-0615

on

October 1, 2025

Reconsidering Explicit Longitudinal Mammography Alignment for Enhanced Breast Cancer Risk Prediction

By authors:

Solveig Thrun, Stine Hansen, Zijun Sun, Nele Blum, Suaiba A. Salahuddin, Kristoffer Wickstrøm, Elisabeth Wetzer, Robert Jenssen, Maik Stille, Michael Kampffmeyer

Published in:

Medical Image Computing and Computer Assisted Intervention – MICCAI 2025.

on

September 17, 2025

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